Define the AI-native engineering vision for Python full stack delivery (Django/FastAPI/Flask, React/Angular/Vue, microservices, cloud-native architectures), including target-state workflows, tooling stack, and adoption roadmap. 10+ years of software engineering experience, with deep hands-on expertise in Python (Django, FastAPI, or Flask) and full stack development (front-end frameworks such as React, Angular, or Vue, REST/microservices, relational and NoSQL data stores).